Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "129" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 80 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 76 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.08% | 0.00% | 2.174937 | -0.882275 | 1.363917 | -1.068189 | 0.157452 | -1.067741 | 1.388302 | -1.195665 | 0.7470 | 0.7718 | 0.2645 | 3.574472 | 3.473473 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 0.00% | 0.844783 | -0.160063 | 1.355609 | -0.836285 | 0.171246 | -0.423407 | -0.351372 | -1.150308 | 0.6769 | 0.6735 | 0.2473 | 2.342238 | 2.413399 |
| 2459592 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.337155 | 3.769122 | 34.688060 | 37.983661 | 29.527304 | 32.713086 | 1.658397 | 3.681882 | 0.7109 | 0.7212 | 0.3707 | nan | nan |
| 2459591 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.699055 | -0.526185 | 6.871447 | 3.200529 | -0.280153 | -0.413880 | -0.059478 | -0.695355 | 0.6068 | 0.6242 | 0.3503 | 7.633599 | 7.725727 |
| 2459590 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 1.823660 | -0.046566 | 2.513845 | -0.508715 | 0.123752 | 1.544423 | 0.159256 | -0.778897 | 0.6113 | 0.6257 | 0.3465 | 2.033665 | 1.989218 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 1.08% | 0.650843 | -0.843989 | 2.355638 | -0.200078 | 0.033130 | -0.708215 | 0.356618 | -0.779975 | 0.6588 | 0.6600 | 0.2796 | 1.905224 | 1.961039 |
| 2459588 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 199.611762 | 221.473010 | inf | inf | 21.813919 | 26.091650 | 48.820385 | 18.174900 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459587 | digital_ok | 0.00% | - | - | - | 2.80% | 0.00% | 1.080781 | -0.277035 | 3.023248 | -0.949664 | 1.409515 | -0.548533 | 0.845631 | -0.100814 | nan | nan | nan | 0.821172 | 0.850101 |
| 2459586 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.347205 | 0.818913 | 4.048997 | 2.838333 | 6.034178 | 5.892840 | 1.334591 | 0.031361 | 0.6208 | 0.6386 | 0.3274 | 6.141622 | 5.948094 |
| 2459585 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 34.762136 | 36.421572 | 14.023817 | 15.042453 | 4.206613 | 3.495369 | 5.502094 | 6.714242 | 0.6785 | 0.6770 | 0.2908 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.60% | 1.400678 | 0.403874 | -0.801318 | 0.047472 | 1.073662 | -2.243375 | -0.675353 | -0.911894 | 0.5644 | 0.5805 | 0.3428 | 1.195075 | 1.172564 |
| 2459583 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.23% | 0.00% | -0.682473 | -0.968721 | -0.846653 | 0.616970 | 0.942988 | 0.100843 | -0.681294 | -0.727202 | 0.6163 | 0.6325 | 0.3626 | 1.815736 | 1.804240 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.70% | 0.00% | -0.023989 | -0.505254 | 0.828590 | 2.353190 | -0.040074 | 0.006147 | -0.710234 | -0.597736 | 0.6241 | 0.6380 | 0.3624 | 1.823746 | 1.779906 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.24% | 0.00% | 0.490064 | -0.399032 | -0.157823 | 0.360265 | -0.198436 | 0.925066 | -0.593527 | -0.743673 | 0.6177 | 0.6333 | 0.3719 | 1.477180 | 1.375943 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | 0.241275 | -0.343688 | 0.997330 | 1.766797 | 0.546265 | 3.000209 | -0.570805 | -0.667099 | 0.6284 | 0.6429 | 0.3609 | 1.751748 | 1.686290 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | -0.425273 | -0.259836 | -0.465380 | -0.074642 | 0.219126 | -0.024040 | -0.644171 | -0.577460 | 0.6241 | 0.6391 | 0.3672 | 1.877572 | 1.879460 |
| 2459578 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.797094 | 4.445268 | 20.723314 | 21.652720 | 30.934687 | 44.601685 | 23.437848 | 29.594950 | 0.7382 | 0.7435 | 0.3879 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 1.413208 | -0.010835 | 1.537410 | 0.999711 | -0.441737 | -0.404853 | -0.537241 | -0.612310 | 0.6176 | 0.6345 | 0.3697 | 1.403898 | 1.362788 |
| 2459576 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.30% | 8.06% | 1.248392 | -0.139220 | 1.325860 | 1.129960 | -0.275579 | -0.389759 | -0.199074 | -0.100806 | 0.6472 | 0.6637 | 0.3653 | 1.713960 | 1.774162 |
| 2459575 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.30% | 4.84% | 0.559153 | -0.727734 | 0.697086 | 0.655080 | 0.221288 | -0.156917 | 1.006243 | 0.737521 | 0.7240 | 0.7312 | 0.3104 | 1.705562 | 1.855485 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 2.70% | 0.632571 | -0.093636 | -0.325668 | -0.507899 | -0.694118 | -1.320420 | -0.602248 | -0.882968 | 0.6438 | 0.6594 | 0.3689 | 1.709391 | 1.759984 |
| 2459573 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 2.70% | 0.422792 | 0.085468 | -0.602406 | -0.851211 | 0.381373 | 0.000669 | -0.688822 | -0.520052 | 0.6378 | 0.6584 | 0.3671 | 1.687574 | 1.718805 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 1.104241 | -0.515221 | 0.981636 | 0.914218 | -0.690591 | -0.738071 | -0.018678 | -0.048036 | 0.6391 | 0.6586 | 0.3674 | 1.457761 | 1.484099 |
| 2459571 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.062092 | 4.308973 | 21.086762 | 22.035871 | 89.596688 | 105.511085 | 45.756390 | 60.805077 | 0.6684 | 0.6881 | 0.3657 | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.54% | 0.200709 | -0.385993 | -0.407688 | -0.492501 | -0.544990 | -0.711083 | -0.604663 | -0.697565 | 0.7322 | 0.7435 | 0.2292 | 2.534019 | 2.284234 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.54% | -0.267360 | -0.906316 | 1.115304 | 1.181157 | -0.455727 | -0.616147 | -0.700846 | -0.767060 | 0.6401 | 0.6557 | 0.3717 | 1.670569 | 1.687061 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | 0.525629 | 0.525629 | 0.479082 | 0.479082 | -0.763628 | -0.763628 | -0.844260 | -0.844260 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.20% | 0.58% | -0.223585 | -1.334705 | 0.079876 | 0.153764 | -0.781431 | -0.518303 | -0.347695 | -0.159995 | 0.6430 | 0.6524 | 0.3759 | 2.055728 | 1.766242 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 0.017638 | -0.512846 | 2.642772 | 3.072544 | 0.214334 | -0.018377 | -0.300609 | -0.291288 | 0.6467 | 0.6591 | 0.3662 | 1.780346 | 1.780606 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.54% | -0.279899 | -0.970192 | -0.018167 | 0.148274 | -0.490390 | 0.103565 | -0.065429 | -0.055006 | 0.6463 | 0.6616 | 0.3689 | 1.967897 | 1.798336 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.111753 | -0.736276 | 0.470230 | 0.687710 | -0.544613 | 0.021637 | 0.249590 | 0.027497 | 0.6499 | 0.6697 | 0.3700 | 1.762462 | 1.772169 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 2.16% | 0.116902 | -0.707792 | 0.789788 | 0.749954 | -0.342456 | -0.020698 | 0.001368 | -0.188479 | 0.6481 | 0.6617 | 0.3738 | 2.010537 | 1.797768 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 8.06% | -0.461273 | -1.300775 | -0.089212 | -0.058077 | -0.799923 | -0.513299 | -0.033251 | -0.209790 | 0.6481 | 0.6630 | 0.3620 | 2.022748 | 1.825461 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.54% | 0.072841 | -0.358318 | 0.497686 | 1.291838 | -0.051305 | -0.742569 | -0.575381 | -0.161941 | 0.6530 | 0.6661 | 0.3687 | 1.728282 | 1.581220 |
| 2459557 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7919 | 0.7888 | 0.2970 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.193987 | -0.581193 | 1.167319 | 1.744891 | -0.747354 | -0.847415 | -0.528883 | 0.673654 | 0.6406 | 0.6559 | 0.3751 | 1.718092 | 1.756136 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6543 | 0.6667 | 0.3773 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6504 | 0.6640 | 0.3759 | nan | nan |
| 2459552 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 1.339628 | -0.468316 | -0.655736 | -0.757477 | 0.225450 | -1.448142 | -0.824806 | -0.823168 | 0.6524 | 0.6686 | 0.3752 | 0.501916 | 0.499835 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 0.230108 | -0.865049 | 0.061486 | 0.046973 | -0.967150 | -0.362230 | -0.065781 | 0.025058 | 0.6394 | 0.6604 | 0.3757 | 1.880505 | 1.603807 |
| 2459550 | digital_ok | - | 29.65% | 29.65% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.5047 | 0.5117 | 0.2482 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.840773 | -0.691469 | 1.296596 | 1.389987 | -0.024150 | -0.797859 | -0.413671 | -0.549045 | 0.6435 | 0.6673 | 0.3825 | 1.676101 | 1.588345 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | 1.470755 | -0.639956 | 0.071994 | -0.709471 | -0.215968 | -0.580023 | -0.644511 | -0.843436 | 0.7158 | 0.7279 | 0.3365 | 1.456860 | 1.313615 |
| 2459541 | digital_ok | 0.00% | 1.79% | 1.79% | 0.00% | 21.88% | 0.00% | 1.368669 | -0.563838 | 1.282484 | 1.507455 | 3.168386 | 1.580255 | 0.438620 | 0.457846 | 0.7004 | 0.7118 | 0.3170 | 1.677861 | 1.596973 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 0.45% | 0.200545 | -0.807029 | 0.486332 | 0.624186 | 1.356876 | 2.099895 | 0.026229 | 0.030594 | 0.7158 | 0.7199 | 0.3277 | 1.582424 | 1.584269 |
| 2459536 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.208802 | -1.314892 | 0.460085 | -0.228594 | -0.340594 | -1.120449 | -0.686282 | -1.156940 | 0.0603 | 0.0713 | 0.0074 | 0.000000 | 0.000000 |
| 2459535 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.115513 | -1.094294 | -0.235010 | -0.259311 | 0.975576 | 1.708380 | -0.296297 | -0.492946 | 0.0671 | 0.0745 | 0.0085 | 50.052142 | 30.829736 |
| 2459534 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.714333 | -1.159680 | 0.450458 | 0.363653 | 2.315556 | 2.066457 | 0.118202 | -0.384065 | 0.0621 | 0.0730 | 0.0072 | 0.000000 | 0.000000 |
| 2459533 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.068700 | -0.760616 | 0.885451 | 0.948553 | 0.282261 | 0.819977 | -0.595374 | -0.403295 | 0.0580 | 0.0716 | 0.0068 | 0.000000 | 0.000000 |
| 2459532 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.241264 | -0.430422 | -0.606411 | 0.073977 | 0.237254 | 0.238361 | -0.797910 | -0.656255 | 0.0546 | 0.0641 | 0.0047 | 38.418990 | 51.751784 |
| 2459530 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.006902 | -1.008411 | -0.002711 | 0.119131 | -0.567908 | 0.100950 | -0.165831 | -0.264680 | 0.0621 | 0.0783 | 0.0074 | 28.221594 | 31.289369 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.133387 | -1.212714 | -0.570733 | -0.750159 | 0.345431 | 0.452677 | -0.518743 | -0.556722 | 0.9119 | 0.9390 | 0.2859 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 6.021900 | -1.454103 | 2.595592 | 2.633076 | 1.144448 | 4.034444 | 0.415548 | 0.747281 | nan | nan | nan | 13.923029 | 10.200651 |
| 2459522 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.850868 | -0.672081 | -0.284954 | 0.008322 | -0.769275 | 0.823221 | -0.425085 | -0.337369 | 0.6359 | 0.7191 | 0.3775 | 14.777359 | 82.077242 |
| 2459513 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.451119 | 5.988818 | 19.983559 | 21.139731 | 34.835284 | 62.740150 | 19.007034 | 22.766468 | 0.8591 | 0.8886 | 0.2618 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | 0.458070 | -1.452143 | 0.437428 | 0.861796 | 0.672177 | 1.453067 | 0.145864 | 0.805597 | 0.9138 | 0.9586 | 0.1719 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.521477 | -0.859148 | -0.393534 | 0.771031 | 2.069665 | 0.666108 | -0.532214 | -0.254379 | 0.8931 | 0.8703 | 0.1777 | 6.624800 | 4.828285 |
| 2459503 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.434559 | -0.470016 | 1.831804 | 2.038272 | 2.457716 | 5.275466 | -0.108205 | 0.099731 | 0.8674 | 0.8651 | 0.4338 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 76.74% | 0.00% | 0.831775 | -0.167911 | -0.447314 | -0.961830 | 0.016323 | 1.240593 | -0.886782 | 0.398405 | 0.8631 | 0.9039 | 0.3566 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | 0.157445 | -0.148751 | -0.595486 | -0.863230 | -0.157815 | -0.979189 | -1.011804 | 0.102160 | 0.8706 | 0.8989 | 0.3501 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 97.37% | 0.00% | 0.137140 | -1.056639 | -1.080682 | -1.282574 | -0.413293 | -0.845226 | -0.616924 | 0.464226 | 0.8843 | 0.9419 | 0.1740 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | 0.185076 | -1.061118 | -0.963184 | -1.100916 | -0.594548 | -0.643239 | -0.494640 | -0.508403 | 0.8779 | 0.8997 | 0.3808 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 97.37% | 0.00% | 0.162145 | -1.503937 | -0.992295 | -1.100011 | -0.614340 | -0.599734 | -0.813834 | -0.165922 | 0.8942 | 0.9329 | 0.3094 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | 0.043478 | -1.282730 | -0.742252 | -0.877977 | -0.774645 | -0.609427 | -0.793378 | -0.501758 | 0.9108 | 0.9199 | 0.3549 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -0.015756 | -1.143091 | -0.694366 | -0.954375 | -0.478553 | -0.626729 | -0.830730 | -0.243780 | 0.9070 | 0.9151 | 0.3931 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | -0.221179 | -1.120214 | -1.046845 | -1.004868 | -0.617555 | -0.697117 | -0.341347 | -0.535389 | 0.8960 | 0.9077 | 0.4053 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 50.00% | 0.00% | 0.590730 | -1.409790 | 1.569910 | 1.841883 | 0.256956 | 0.878529 | 0.296809 | 0.276896 | 0.7523 | 0.8107 | 0.3187 | 0.158424 | 0.165662 |
| 2459491 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 50.00% | 0.00% | 1.076951 | -0.651407 | 2.215849 | 2.708902 | -0.288724 | 2.393053 | -0.667762 | 0.021996 | 0.7900 | 0.8237 | 0.2650 | 0.638520 | 0.602457 |
| 2459490 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 47.37% | 0.00% | 0.282728 | -1.543698 | 2.138162 | 2.248354 | 0.198338 | 0.495058 | -0.064024 | 0.129449 | 0.7421 | 0.8055 | 0.3711 | 1.633857 | 1.538025 |
| 2459489 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 47.37% | 0.00% | 1.094675 | -1.090838 | 1.664952 | 2.213302 | -0.300498 | 1.167581 | -0.023468 | 0.148945 | 0.7589 | 0.8102 | 0.3220 | 1.713600 | 1.591326 |
| 2459488 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 85.71% | 14.29% | 1.376255 | 0.050631 | 1.381486 | 1.684688 | -0.900939 | 0.370564 | 0.026589 | 0.370893 | 0.7583 | 0.8133 | 0.3442 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Power | 1.692402 | 0.740620 | -0.945354 | 1.692402 | -1.085271 | 0.783872 | 0.659573 | 1.301208 | 1.231271 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Power | 1.702838 | -0.461287 | 0.510430 | -1.038349 | 1.702838 | 0.457663 | 0.929482 | -0.790762 | 0.075817 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Power | 4.792833 | 1.573803 | -0.091922 | 4.792833 | 2.293988 | -0.402527 | -0.721747 | -0.066875 | -0.793526 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | inf | 319.338869 | 312.836920 | inf | inf | 45.532290 | 25.411955 | 736.304558 | 265.295898 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 1.418733 | 0.230976 | 1.418733 | -0.755656 | 1.190500 | -0.557680 | -0.461494 | -0.742560 | -0.557211 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | inf | 394.208963 | 382.386752 | inf | inf | 33.432852 | 19.755607 | 201.197258 | 50.019429 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 2.174937 | 2.174937 | -0.882275 | 1.363917 | -1.068189 | 0.157452 | -1.067741 | 1.388302 | -1.195665 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Power | 1.355609 | 0.844783 | -0.160063 | 1.355609 | -0.836285 | 0.171246 | -0.423407 | -0.351372 | -1.150308 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 37.983661 | 3.769122 | 3.337155 | 37.983661 | 34.688060 | 32.713086 | 29.527304 | 3.681882 | 1.658397 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Power | 6.871447 | -0.526185 | 1.699055 | 3.200529 | 6.871447 | -0.413880 | -0.280153 | -0.695355 | -0.059478 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Power | 2.513845 | 1.823660 | -0.046566 | 2.513845 | -0.508715 | 0.123752 | 1.544423 | 0.159256 | -0.778897 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Power | 2.355638 | -0.843989 | 0.650843 | -0.200078 | 2.355638 | -0.708215 | 0.033130 | -0.779975 | 0.356618 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Power | inf | 199.611762 | 221.473010 | inf | inf | 21.813919 | 26.091650 | 48.820385 | 18.174900 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Power | 3.023248 | -0.277035 | 1.080781 | -0.949664 | 3.023248 | -0.548533 | 1.409515 | -0.100814 | 0.845631 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Temporal Variability | 6.034178 | 3.347205 | 0.818913 | 4.048997 | 2.838333 | 6.034178 | 5.892840 | 1.334591 | 0.031361 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Shape | 36.421572 | 34.762136 | 36.421572 | 14.023817 | 15.042453 | 4.206613 | 3.495369 | 5.502094 | 6.714242 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 1.400678 | 1.400678 | 0.403874 | -0.801318 | 0.047472 | 1.073662 | -2.243375 | -0.675353 | -0.911894 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Temporal Variability | 0.942988 | -0.682473 | -0.968721 | -0.846653 | 0.616970 | 0.942988 | 0.100843 | -0.681294 | -0.727202 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 2.353190 | -0.505254 | -0.023989 | 2.353190 | 0.828590 | 0.006147 | -0.040074 | -0.597736 | -0.710234 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Temporal Variability | 0.925066 | 0.490064 | -0.399032 | -0.157823 | 0.360265 | -0.198436 | 0.925066 | -0.593527 | -0.743673 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Temporal Variability | 3.000209 | -0.343688 | 0.241275 | 1.766797 | 0.997330 | 3.000209 | 0.546265 | -0.667099 | -0.570805 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Temporal Variability | 0.219126 | -0.425273 | -0.259836 | -0.465380 | -0.074642 | 0.219126 | -0.024040 | -0.644171 | -0.577460 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Temporal Variability | 44.601685 | 4.797094 | 4.445268 | 20.723314 | 21.652720 | 30.934687 | 44.601685 | 23.437848 | 29.594950 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Power | 1.537410 | -0.010835 | 1.413208 | 0.999711 | 1.537410 | -0.404853 | -0.441737 | -0.612310 | -0.537241 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Power | 1.325860 | -0.139220 | 1.248392 | 1.129960 | 1.325860 | -0.389759 | -0.275579 | -0.100806 | -0.199074 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Temporal Discontinuties | 1.006243 | -0.727734 | 0.559153 | 0.655080 | 0.697086 | -0.156917 | 0.221288 | 0.737521 | 1.006243 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 0.632571 | 0.632571 | -0.093636 | -0.325668 | -0.507899 | -0.694118 | -1.320420 | -0.602248 | -0.882968 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 0.422792 | 0.085468 | 0.422792 | -0.851211 | -0.602406 | 0.000669 | 0.381373 | -0.520052 | -0.688822 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 1.104241 | -0.515221 | 1.104241 | 0.914218 | 0.981636 | -0.738071 | -0.690591 | -0.048036 | -0.018678 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Temporal Variability | 105.511085 | 4.308973 | 4.062092 | 22.035871 | 21.086762 | 105.511085 | 89.596688 | 60.805077 | 45.756390 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 0.200709 | -0.385993 | 0.200709 | -0.492501 | -0.407688 | -0.711083 | -0.544990 | -0.697565 | -0.604663 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 1.181157 | -0.906316 | -0.267360 | 1.181157 | 1.115304 | -0.616147 | -0.455727 | -0.767060 | -0.700846 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Shape | 0.525629 | 0.525629 | 0.525629 | 0.479082 | 0.479082 | -0.763628 | -0.763628 | -0.844260 | -0.844260 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 0.153764 | -0.223585 | -1.334705 | 0.079876 | 0.153764 | -0.781431 | -0.518303 | -0.347695 | -0.159995 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 3.072544 | 0.017638 | -0.512846 | 2.642772 | 3.072544 | 0.214334 | -0.018377 | -0.300609 | -0.291288 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 0.148274 | -0.279899 | -0.970192 | -0.018167 | 0.148274 | -0.490390 | 0.103565 | -0.065429 | -0.055006 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 0.687710 | -0.111753 | -0.736276 | 0.470230 | 0.687710 | -0.544613 | 0.021637 | 0.249590 | 0.027497 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Power | 0.789788 | 0.116902 | -0.707792 | 0.789788 | 0.749954 | -0.342456 | -0.020698 | 0.001368 | -0.188479 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Temporal Discontinuties | -0.033251 | -0.461273 | -1.300775 | -0.089212 | -0.058077 | -0.799923 | -0.513299 | -0.033251 | -0.209790 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 1.291838 | -0.358318 | 0.072841 | 1.291838 | 0.497686 | -0.742569 | -0.051305 | -0.161941 | -0.575381 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 1.744891 | -0.581193 | 0.193987 | 1.744891 | 1.167319 | -0.847415 | -0.747354 | 0.673654 | -0.528883 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 1.339628 | -0.468316 | 1.339628 | -0.757477 | -0.655736 | -1.448142 | 0.225450 | -0.823168 | -0.824806 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 0.230108 | -0.865049 | 0.230108 | 0.046973 | 0.061486 | -0.362230 | -0.967150 | 0.025058 | -0.065781 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 1.389987 | 0.840773 | -0.691469 | 1.296596 | 1.389987 | -0.024150 | -0.797859 | -0.413671 | -0.549045 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 1.470755 | -0.639956 | 1.470755 | -0.709471 | 0.071994 | -0.580023 | -0.215968 | -0.843436 | -0.644511 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Temporal Variability | 3.168386 | -0.563838 | 1.368669 | 1.507455 | 1.282484 | 1.580255 | 3.168386 | 0.457846 | 0.438620 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Temporal Variability | 2.099895 | -0.807029 | 0.200545 | 0.624186 | 0.486332 | 2.099895 | 1.356876 | 0.030594 | 0.026229 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Power | 0.460085 | -1.314892 | -0.208802 | -0.228594 | 0.460085 | -1.120449 | -0.340594 | -1.156940 | -0.686282 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Temporal Variability | 1.708380 | 0.115513 | -1.094294 | -0.235010 | -0.259311 | 0.975576 | 1.708380 | -0.296297 | -0.492946 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Temporal Variability | 2.315556 | -1.159680 | 0.714333 | 0.363653 | 0.450458 | 2.066457 | 2.315556 | -0.384065 | 0.118202 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 1.068700 | 1.068700 | -0.760616 | 0.885451 | 0.948553 | 0.282261 | 0.819977 | -0.595374 | -0.403295 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Temporal Variability | 0.238361 | -0.241264 | -0.430422 | -0.606411 | 0.073977 | 0.237254 | 0.238361 | -0.797910 | -0.656255 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 0.119131 | -1.008411 | 0.006902 | 0.119131 | -0.002711 | 0.100950 | -0.567908 | -0.264680 | -0.165831 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 2.133387 | 2.133387 | -1.212714 | -0.570733 | -0.750159 | 0.345431 | 0.452677 | -0.518743 | -0.556722 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 6.021900 | 6.021900 | -1.454103 | 2.595592 | 2.633076 | 1.144448 | 4.034444 | 0.415548 | 0.747281 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 4.850868 | -0.672081 | 4.850868 | 0.008322 | -0.284954 | 0.823221 | -0.769275 | -0.337369 | -0.425085 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Temporal Variability | 62.740150 | 5.988818 | 4.451119 | 21.139731 | 19.983559 | 62.740150 | 34.835284 | 22.766468 | 19.007034 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Temporal Variability | 1.453067 | -1.452143 | 0.458070 | 0.861796 | 0.437428 | 1.453067 | 0.672177 | 0.805597 | 0.145864 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Temporal Variability | 1.471922 | 0.290300 | -0.837960 | -0.509602 | -0.143541 | -0.247384 | 1.471922 | 0.899476 | 0.419524 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Temporal Variability | 2.069665 | -0.859148 | 0.521477 | 0.771031 | -0.393534 | 0.666108 | 2.069665 | -0.254379 | -0.532214 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Temporal Variability | 5.275466 | 1.434559 | -0.470016 | 1.831804 | 2.038272 | 2.457716 | 5.275466 | -0.108205 | 0.099731 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Temporal Variability | 1.240593 | 0.831775 | -0.167911 | -0.447314 | -0.961830 | 0.016323 | 1.240593 | -0.886782 | 0.398405 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 0.157445 | 0.157445 | -0.148751 | -0.595486 | -0.863230 | -0.157815 | -0.979189 | -1.011804 | 0.102160 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Temporal Discontinuties | 0.464226 | -1.056639 | 0.137140 | -1.282574 | -1.080682 | -0.845226 | -0.413293 | 0.464226 | -0.616924 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 0.185076 | 0.185076 | -1.061118 | -0.963184 | -1.100916 | -0.594548 | -0.643239 | -0.494640 | -0.508403 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 0.162145 | -1.503937 | 0.162145 | -1.100011 | -0.992295 | -0.599734 | -0.614340 | -0.165922 | -0.813834 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | 0.043478 | 0.043478 | -1.282730 | -0.742252 | -0.877977 | -0.774645 | -0.609427 | -0.793378 | -0.501758 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | -0.015756 | -0.015756 | -1.143091 | -0.694366 | -0.954375 | -0.478553 | -0.626729 | -0.830730 | -0.243780 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | ee Shape | -0.221179 | -1.120214 | -0.221179 | -1.004868 | -1.046845 | -0.697117 | -0.617555 | -0.535389 | -0.341347 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 1.841883 | -1.409790 | 0.590730 | 1.841883 | 1.569910 | 0.878529 | 0.256956 | 0.276896 | 0.296809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 2.708902 | 1.076951 | -0.651407 | 2.215849 | 2.708902 | -0.288724 | 2.393053 | -0.667762 | 0.021996 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 2.248354 | -1.543698 | 0.282728 | 2.248354 | 2.138162 | 0.495058 | 0.198338 | 0.129449 | -0.064024 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 2.213302 | 1.094675 | -1.090838 | 1.664952 | 2.213302 | -0.300498 | 1.167581 | -0.023468 | 0.148945 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129 | 10 | digital_ok | nn Power | 1.684688 | 1.376255 | 0.050631 | 1.381486 | 1.684688 | -0.900939 | 0.370564 | 0.026589 | 0.370893 |